Jeff Zhang created SPARK-16965:
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             Summary: Fix bound checking for SparseVector
                 Key: SPARK-16965
                 URL: https://issues.apache.org/jira/browse/SPARK-16965
             Project: Spark
          Issue Type: Bug
    Affects Versions: 2.0.0
            Reporter: Jeff Zhang
            Priority: Minor


There's several issues in the bound checking of SparseVector

1. In scala, miss negative index checking and different bound checking is 
scattered in several places. Should put them in one place
2. In python, miss low/upper bound checking of indices. 



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